IE 510 project
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Updated
Nov 4, 2018 - MATLAB
IE 510 project
Gradient descent via OLS
This is a demonstration of linear regression with gradient descent. In addition to gradient descent, some other methods of estimating the parameters of a linear regression is also shown.
Programming different types of numerical methods using MATLAB.
Implémentation des algorithmes simples de Data Science
A simplified explanation of gradient descent for linear regression in python using numpy
A Deep feed forward neural network that learns the MNIST dataset for digit classification...
Odecomp: Online Tensor Decomposition for the Model Compression of Neural Network
This project enables a quadcopter to autonomously achieve desired control behaviors such as takeoff and landing. Controls designed with a reinforcement learning approach.
Linear Regression with Gradient Descent
implementation of gradient descent algorithm on python
Work done for deeplearning.ai on coursera
A Python package for content-based audio retrieval with text queries.
Some of the machine learning algorithms created from scratch or using frameworks like Keras.
Univariate linear regression model to predict food truck profits | Multivariate linear regression model to predict housing prices
Custom multilayer perceptron (MLP)
A python package of Zeroth-Order Optimization (ZOOpt)
My solution to the 1st assignment of UdelaR's Deep Learning course, based on Stanford CS231n.
just documenting the projects and assignments i make for the specialization
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